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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "I am the only white …" 1,674 comments · Page 22 of 67
Listen to the white guy talking about working hard How did this all start because back in the early days white Canadians sat on their backside getting welfare because they didn’t want to work Trudeaus …
Listen to the white guy talking about working hard How did this all start because back in the early days white Canadians sat on their backside getting welfare because they didn’t want to work Trudeaus father would say back then how lazy the Canadians were they wouldn’t work but drink and take drugs My father would rent property to lazy white men that would pretend to be good people but were lazy lying nasty people so watch your words Blame the government don’t attack the people because you people were worse back in the early times
Identity Attack0.5124616
Insult0.5130944
Profanity0.12220735
Threat0.022853967
Severe Toxicity0.023176458
Moderate 0.50759226 Moderate Con 0.482 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
White people crack down on sex offenders only to replace themselves with people that do not😂
White people crack down on sex offenders only to replace themselves with people that do not😂
Identity Attack0.5135796
Insult0.34392178
Profanity0.2687007
Threat0.051067904
Severe Toxicity0.02378681
Moderate 0.50759226 Low Con 0.163 Identity Attack Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Look at this Hispanic using white terminology. For white racists you're an invader as well, and you're going to be deported. Don't worry, what goes around comes around
Look at this Hispanic using white terminology. For white racists you're an invader as well, and you're going to be deported. Don't worry, what goes around comes around
Identity Attack0.55044734
Insult0.40243408
Profanity0.2263305
Threat0.063999176
Severe Toxicity0.03321367
Moderate 0.50759226 Low Con 0.25 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The hatred for black people with the white guy on the bike is astonishing to me 😂
The hatred for black people with the white guy on the bike is astonishing to me 😂
Identity Attack0.56711763
Insult0.30326313
Profanity0.2263305
Threat0.019746035
Severe Toxicity0.024350211
Moderate 0.50759226 Low Con 0.288 Identity Attack Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Indian. All i wanna say. If white people hated india so much, Why did they colonized india and took soo much money ? Its so hypocritical.
As a Indian. All i wanna say. If white people hated india so much, Why did they colonized india and took soo much money ? Its so hypocritical.
Identity Attack0.5124616
Insult0.47384647
Profanity0.22643133
Threat0.012958534
Severe Toxicity0.023076924
Moderate 0.50759226 Moderate Con 0.44 Identity Attack Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the …
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the whites are too lazy to work" which can be translated as "we need cheap third world labor to drive down costs". The ruling elites of the West are all WEF. Got any shares in BlackRock???
Identity Attack0.50125694
Insult0.48484445
Profanity0.39409557
Threat0.01508414
Severe Toxicity0.052940834
Moderate 0.50503236 Low Con 0.297 Identity Attack Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank God for indians. Now the whites cannot blame blacks for all their problems finally. If immigrants from the Caribbean or Africa would behave in public like the Indians, the whites and all the police …
Thank God for indians. Now the whites cannot blame blacks for all their problems finally. If immigrants from the Caribbean or Africa would behave in public like the Indians, the whites and all the police force would be either killing or arresting every one of them.
Identity Attack0.57957685
Insult0.3388922
Profanity0.22643133
Threat0.44942492
Severe Toxicity0.067522444
Moderate 0.50503236 Moderate Con 0.33 Identity Attack Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
So-called white people are colonizers. And the Asian Indians are immigrants just like so-called "white" people. The land belongs to the indigenous people of Canada not the immigrants or colonizers. This wicked and racist system …
So-called white people are colonizers. And the Asian Indians are immigrants just like so-called "white" people. The land belongs to the indigenous people of Canada not the immigrants or colonizers. This wicked and racist system called white supremacy is falling. And the "Times of the Gentiles" is coming to an end.
Identity Attack0.55803186
Insult0.43450394
Profanity0.09001675
Threat0.011068452
Severe Toxicity0.023076924
Moderate 0.50503236 Moderate Con 0.326 Identity Attack Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
white people complain too much, also they feel entitled just because of their skin color SMH
white people complain too much, also they feel entitled just because of their skin color SMH
Identity Attack0.56445944
Insult0.3416952
Profanity0.21564959
Threat0.010964886
Severe Toxicity0.023974609
Moderate 0.5024724 Low Con 0.256 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
How dare those Muslims block of streets because they want to pray. It's all deliberate to show Canadians they won't be told what to do by kafirs. You don't need to treat them with respect …
How dare those Muslims block of streets because they want to pray. It's all deliberate to show Canadians they won't be told what to do by kafirs. You don't need to treat them with respect when you know they hate whites, Christians and anyone else who won't bow down to Islamists.
Identity Attack0.58354634
Insult0.36798462
Profanity0.1413768
Threat0.023026628
Severe Toxicity0.023076924
Moderate 0.5024724 Moderate Con 0.36 Identity Attack Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
whites r 4% of the world population and going down, one day we will be a minority in our own countries, we will we linched in the streets
whites r 4% of the world population and going down, one day we will be a minority in our own countries, we will we linched in the streets
Identity Attack0.55044734
Insult0.26957804
Profanity0.25549942
Threat0.5195707
Severe Toxicity0.16960317
Moderate 0.5024724 Moderate Con 0.329 Identity Attack Threat Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
THIS GREAT LAND BELONGS TO THE NATIVES AND THEY THE WHITES KILLED THEM AND STUCK ON RESERVATIONS … please spare me the sobbing story
THIS GREAT LAND BELONGS TO THE NATIVES AND THEY THE WHITES KILLED THEM AND STUCK ON RESERVATIONS … please spare me the sobbing story
Identity Attack0.5274064
Insult0.34392178
Profanity0.16589902
Threat0.34804323
Severe Toxicity0.0394905
Moderate 0.5024724 Moderate Con 0.359 Identity Attack
Sep 10, 2025 Why Canadians Are Turning Against …
Video about how unwanted Indians have taken over a Canadian city ends up being predominantly about bashing Africans, talking about how their IQ is lower than 70. Whatever that means. However, the poor, “you know …
Video about how unwanted Indians have taken over a Canadian city ends up being predominantly about bashing Africans, talking about how their IQ is lower than 70. Whatever that means. However, the poor, “you know what” thrash won’t acknowledge same low IQ Africans don’t have forged certificates, don’t get their degrees from diploma mills like these Indians and actually go to proper Universities. They’re also hardworking, respectful folks who are not in your face and haven’t tried to take over Canada. I was born in Nigeria. I don’t live in Canada not because of Indians, though I see far too many of them in Lagos (because believe it or not, they’re everywhere) but because of personal preferences. Notice how the bikey cr@ck$r was riding on a bike while those he insults are doctors, lawyers, pharmacists, professors, musicians, athletes etc. I know them because many are my friends and former university colleagues here in America. Africans, especially Nigerians are leading in academia, medicine, music, movies. Unlike Indians they also excel in sports the world over, not just pretentious degrees, most of which are cooked up. African is recognized or respected only when he’s white like Elon Musk and Peter Thiel. And yes, cr@ck$rs are mad everywhere bcos the world they thought belonged to them turns out doesn’t at all. They don’t want to work, want to sit in their mom’s basement smoking joint all day, then use their “you know what” privilege to get ahead just because of their skin color and place of birth lands that belonged to other groups which they forcibly stole and developed with unpaid labor & resources, which they also stole from Africa and Indian sub continent. Anyone of you praising bikey should show me your college degree and I’ll give you $100 real dollars. Remind me again when that smart Nigeria Prince wipes out your bank account in his/her internet scam, how stupid he is with low IQ under 70. LOSERS!
Identity Attack0.5498214
Insult0.5130944
Profanity0.22612886
Threat0.020609349
Severe Toxicity0.042180564
Moderate 0.5024724 Constructive 0.565 Identity Attack Insult Policy_Critique
Feb 9, 2026 Inside Canada's Indian Invasion...
Ask actual natives, not just white people "native canadians". This makes me actually sick. Not the Indians, the racism. Canada is built on Immigrants. The comments are just as bad, educate yourselves.
Ask actual natives, not just white people "native canadians". This makes me actually sick. Not the Indians, the racism. Canada is built on Immigrants. The comments are just as bad, educate yourselves.
Identity Attack0.55044734
Insult0.47357693
Profanity0.050680235
Threat0.0082074385
Severe Toxicity0.023076924
Moderate 0.5024724 Moderate Con 0.495 Identity Attack Moral_Argument
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me …
You know who hates Indians the most? Other Indians. 100% honest truth, I worked with many Indian dentist and they blatantly said straight up "we want a white receptionist and assistant" then they offered me $8 over my asking wage. I don't mind Indians at all. They are hard working people and don't usually create problems. The Somalis are horrible. They have ZERO etiquette, manners and a complete disregard for anyone but themselves. I moved cities to get away from them because they have like 8-10 kids. They all just make kids for child benefit money and sit at home on welfare. They are ALL on welfare. Those on ODSP work under the table while on a disability benefit. The government is dumb as hell for bringing so many. Nice cities have become shit holes because they're dirty and don't care about their communities. They're just awful.
Identity Attack0.55044734
Insult0.44464502
Profanity0.3194067
Threat0.051391184
Severe Toxicity0.16960317
Moderate 0.5024724 Constructive 0.654 Identity Attack Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Thank you Tyler Oliveira for saving The White Race. 🙂 Indians are very dangerous in Canada. 😰
Thank you Tyler Oliveira for saving The White Race. 🙂 Indians are very dangerous in Canada. 😰
Identity Attack0.5948528
Insult0.36193377
Profanity0.09324962
Threat0.039256934
Severe Toxicity0.023176458
Moderate 0.4977744 Moderate Con 0.409 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Only white people walk around with hate in their heart without someone even doing something to them
Only white people walk around with hate in their heart without someone even doing something to them
Identity Attack0.55044734
Insult0.33998606
Profanity0.19155724
Threat0.023544617
Severe Toxicity0.023880709
Moderate 0.4977744 Low Con 0.27 Identity Attack
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
white people will be the rarest species in another 10 years in North America 😂😂😂😂
white people will be the rarest species in another 10 years in North America 😂😂😂😂
Identity Attack0.55044734
Insult0.2817503
Profanity0.22213541
Threat0.07399795
Severe Toxicity0.12546301
Moderate 0.4977744 Low Con 0.177 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Pure racism - that Portuguese guy is pretty much the same as Indian folks: non white, came in as immigrant, maintains his culture. This is not the immigration problem - this is economy. Remove the …
Pure racism - that Portuguese guy is pretty much the same as Indian folks: non white, came in as immigrant, maintains his culture. This is not the immigration problem - this is economy. Remove the immigration and the situation will be the same: manufacture is lost to China, no new housing built, dumb regulations, inability to incentivise people to live in remote regions, no plan for homeless and addicts and health care system in general. But yeah of course it us easier to fight straw-men.
Identity Attack0.48915586
Insult0.5130944
Profanity0.19893537
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.4977744 Constructive 0.572 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Mate , im African! I can tell you im smarter than your grandfather. White people is not accountable for your statement.
Mate , im African! I can tell you im smarter than your grandfather. White people is not accountable for your statement.
Identity Attack0.5135796
Insult0.37960073
Profanity0.22213541
Threat0.013476364
Severe Toxicity0.02430326
Moderate 0.4977744 Moderate Con 0.427 Identity Attack Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
Look at all these buggers coming from Poland, Venezuela, Columbia, Europe but hating someone coming from India. Indians are humble, respectful and most easy going people. Stop hating because we are not as white as …
Look at all these buggers coming from Poland, Venezuela, Columbia, Europe but hating someone coming from India. Indians are humble, respectful and most easy going people. Stop hating because we are not as white as you buggers are because these Indians will never hate you.
Identity Attack0.5051593
Insult0.47384647
Profanity0.22889622
Threat0.015602129
Severe Toxicity0.023552058
Moderate 0.49139655 Moderate Con 0.451 Identity Attack
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Parallel societies destroyed Canada. If you import the 3rd world become the 3rd world. Indian scammers deported all white people living India for being white.
Parallel societies destroyed Canada. If you import the 3rd world become the 3rd world. Indian scammers deported all white people living India for being white.
Identity Attack0.57554024
Insult0.40243408
Profanity0.13697
Threat0.038220957
Severe Toxicity0.023076924
Moderate 0.49139655 Low Con 0.248 Identity Attack Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
It is very easy to call indians dirty, but sir do you know your own white people are high on animal tranquilizers who lives on streets and in underground sewages.
It is very easy to call indians dirty, but sir do you know your own white people are high on animal tranquilizers who lives on streets and in underground sewages.
Identity Attack0.5485698
Insult0.46476576
Profanity0.2813443
Threat0.014566151
Severe Toxicity0.02439716
Moderate 0.49139655 Low Con 0.251 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
2:51 you're darn right! If any ethnic people started flooding my town, I'd leave too! My town is 95% White and we'd like to keep it that way; clean and safe.
2:51 you're darn right! If any ethnic people started flooding my town, I'd leave too! My town is 95% White and we'd like to keep it that way; clean and safe.
Identity Attack0.4830652
Insult0.35677677
Profanity0.46460027
Threat0.035803676
Severe Toxicity0.070156105
Moderate 0.49139655 Constructive 0.691
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am a non-white immigrant and I absolutely oppose any further Indianization of Canada. Bringing immigrants from a single country is neither multiculturalism nor diversity. Not to mention Indians are pretty xenophobic and intolerant. Everything …
I am a non-white immigrant and I absolutely oppose any further Indianization of Canada. Bringing immigrants from a single country is neither multiculturalism nor diversity. Not to mention Indians are pretty xenophobic and intolerant. Everything they do and expect in Canada, they would allow none of that in their own country. They join the MAGA when it serves them, and then cry racism when when its inconvenient. It's no surprise that everybody is sick of Indians, not just white people.
Identity Attack0.5707127
Insult0.4339631
Profanity0.09486605
Threat0.011612174
Severe Toxicity0.023076924
Moderate 0.49139655 Constructive 0.524 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.